Visualizations

Column 1

Chromagram using “wietske-b-1.json” file and ceptogram lala

My ceptogram

Column {data-width=500}

Column 1

Analyzing my AI-generated MP3-files

Hier komt een klein inleidend stukje over mijn files, hoe ik ze heb gegenereerd, welke prompts ik heb gebruikt en wat mijn verwachtingen zijn.

Self-similarity

Column 1

My chroma-based self-similarity

Column 2

My timbre-based self-similarity

Chordogram

My chordogram

Novelty functions

Column 1

Novelty function: Energy-based

Column 2

Novelty function: Spectral-based

Tempograms

Column 1

Tempograms: cyclic=false

Column 1

Tempograms: cyclic=true

Week 12: Hierarchical Clustering

Week 12: Heat Map

Week 12: Classification

          Truth
Prediction AI Non-AI
    AI     35     18
    Non-AI 14     23

# A tibble: 2 × 3
  class  precision recall
  <fct>      <dbl>  <dbl>
1 AI         0.660  0.714
2 Non-AI     0.622  0.561

Week 12: Random Forest

# A tibble: 2 × 3
  class  precision recall
  <fct>      <dbl>  <dbl>
1 AI         0.68   0.694
2 Non-AI     0.625  0.610